Daichi SUZUO

Need to * drop Python 2 support * deal with `MaxPooling2D` -> `MaxPoolingND` refactoring * deal with `mode` and `align_corners` arguments in `ResizeImages` cf https://github.com/chainer/chainer/releases/tag/v7.0.0b3

In addition to memory transfer amount, estimating the total memory consumption would be nice. Basic idea * Simplest way: just sums up size of parameters and outputs of all layers...

As we not have a theoretical computational cost, if we have a theoretical specification of a device, we can estimate theoretical (upper-bound) of inference speed on the device. It'd be...

`S3.read(-1)` for a large file (2^31+α bytes) fails due to an SSL `OverflowError`

4

I found out that when reading the entire content of a file of 2+αGiB from S3 fails by `OverflowError: signed integer is greater than maximum` exception raised from Python SSL...

Known issue: setting forkserver mode in multiprocessing module is needed for parallel data load from HDFS

3

Deep learning frameworks support multi-process data loading, such as `num_worker` option of `DataLoader` in PyTorch, `MultiprocessIterator` in Chainer, etc. They use multiprocessing module to launch worker processes using `fork` by...

I found that the current pfio ZipContainer cannot handle a Zip file with DOS-compatible external attributes. ``` # Creation of hello_dos.zip is explained later. $ zipinfo hello_dos.zip Archive: hello_dos.zip Zip...

Done: * TensorRT 5.1.1.2RC seems to call int8_entropy_calibrator_cached::writeCalibrationCache although it is meaningless TODO: * Use the new IInt8EntropyCalibrator2 * Replace Slice, LeakyReLU with native ones Need to rethink: * Calibration...